Referring Segmentation on RegionDial-Bench RefCOCO+ Multi-turn 1.0 (test)
78.6R1 (gIoU)Seg-Zero-7B
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Seg-Zero-7BParameters=7B2026.02 | 78.6 | 62.8 | 64 | 51.6 | 42.4 | 50.8 | 46.7 | 64 | |
| RegionReasoner-7BParameters=7B2026.02 | 76.4 | 73.1 | 72 | 58.8 | 51.3 | 59.4 | 54.6 | 69.6 | |
| VisionReasoner-7BParameters=7B2026.02 | 75.6 | 65 | 65.9 | 54.9 | 46.6 | 48.9 | 40.8 | 64.3 | |
| SegLLM-7BParameters=7B2026.02 | 71.1 | 71.7 | 70.4 | 58.7 | 41.9 | 39.2 | 30.3 | 60.7 | |
| Qwen2.5-VL-7BParameters=7B2026.02 | 56.5 | 43.3 | 41.4 | 34.5 | 23.4 | 33.6 | 24.9 | 43.6 | |
| Qwen2-VL-7BParameters=7B2026.02 | 12.2 | 9 | 6.5 | 5.3 | 6.3 | 6.3 | 9.5 | 9.4 |